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Shilpa C.

Shilpa C.

Data Scientist & AI Engineer | Analytics, Automation & LLM Applications

Pakistan flagKarachi, Pakistan

Key Skills

Software

OpenCV AI Kit (OAK)OpenCV AI Kit (OAK)
Other

Top Subject Matter

Data Analytics, Business Intelligence & Reporting KPI analysis Dashboard creation Excel, SQL, Power BI Data cleaning and visualization
Artificial Intelligence, Machine Learning & Generative AI Model development Prompt engineering NLP LLM evaluation AI assistants and automation
Finance, Banking, E-commerce & Risk Analytics Fraud detection Credit risk Customer analytics Forecasting and business insights

Top Data Types

DocumentDocument
TextText
Computer Code ProgrammingComputer Code Programming

Top Task Types

Fine-tuningFine-tuning
ClassificationClassification
Text GenerationText Generation
Object DetectionObject Detection
Data CollectionData Collection
Text SummarizationText Summarization
SegmentationSegmentation

Freelancer Overview

Data Analyst Intern — JS Bank (AI/ML model development with validation and explainability for loan scoring). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include OpenCV AI Kit (OAK) and Other. Education includes Bachelor of Science, DHA Suffa University (2020). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Fine-tuning, Evaluation, and Rating.

Labeling Experience

Data Analyst — NFTCIPHER (AI/ML analytics projects including prediction, sentiment, and threat intelligence reporting)

Other

Performed cryptocurrency analytics work focused on market trend understanding and threat intelligence. Built a prediction and sentiment analysis system combining historical price data with real-time social sentiment to improve trading decision accuracy. Conducted data cleaning, exploratory analysis, feature engineering, and visualization to support predictive modeling and business insights. • Developed crypto price prediction and sentiment-driven analytics for trading decision support • Contributed to dark web threat intelligence by analyzing suspicious activity and generating reports on crypto fraud • Carried out EDA, cleaning, and feature engineering for predictive models • Built additional internship-level analytics including risk scoring and automated reporting pipelines

Not specified
OpenCV AI Kit (OAK)

Data Analyst Intern — JS Bank (AI/ML model development with validation and explainability for loan scoring)

OpenCV AI Kit (OAK)OpenCV AI Kit (OAK)Fine-tuningFine-tuning

Built and implemented AI-driven loan scoring with XGBoost to assess credit risk and predict loan default probability from application attributes. Designed an Explainable AI workflow using SHAP to produce interpretable decision reports for loan approvals and rejections. Developed multiple automated data-validation steps to separate rejected records and enforce data quality checks before model scoring. • Created a Pandas-based validation pipeline for missing values, error correction, and numerical limit enforcement • Implemented SHAP-based explainability reporting for approval/rejection outcomes • Built FastAPI services for real-time and batch underwriting workflow support • Developed logging and monitoring structures (UUID transaction tracking) to support compliance and auditability

Not specified

Education

D

DHA Suffa University

Bachelor of Science, Software Engineering

Bachelor of Science
2025 - 2020

Work History

J

JS Bank

Data Analyst Intern

Karachi
2024 - 2024
N

NFTCIPHER

Data Analyst

Karachi
2023 - 2024